AI Project: Intro to Graph Neural Networks (GNNs) with PyG & Hugging Face
We’ve used AI to understand text, images, and audio. But what about relationships? For this, we need Graph Neural Networks (GNNs). A GNN is a…
Django Admin Project: How to Add Custom ‘Actions’ (Export to CSV)
You’ve customized your Django Admin, but it has a hidden power: “Actions.” An action is a function you can run on all selected items in…
AI Project: Manual Text Generation with Hugging Face (GPT-2)
In our previous Hugging Face with gpt-2 project, we used the text-generation pipeline. This is great, but it hides all the powerful options. In this…
AI Project: Intro to Reinforcement Learning (Hugging Face RL Agents)
So far, all our AI projects have been “supervised” (learning from data) or “generative” (creating new things). Reinforcement Learning (RL) is a completely different beast….
AI Project: Zero-Shot Object Detection (Hugging Face)
Zero-Shot Object Detection is one of the most exciting frontiers you can explore in this field. It’s the ultimate Computer Vision project, combining two of…
Automation Project: Build a Hotkey Automator with pynput
What if you could run your Python scripts just by pressing a key combination, no matter what window you’re in? With a Python pynput hotkey…
PyScript Project: Build a Full Data Dashboard (API + Pandas + Plot)
This is the project that ties all your PyScript skills together. In this guide, you’ll learn how to create a PyScript Data Dashboard. We will…
AI Project: Deploying Hugging Face with FastAPI for Async Speed
In our previous Flask project, we built an AI server. But it has a huge flaw: Flask is synchronous. If one user sends a request…
AI Project: Build a Speech-to-Speech Translator (Hugging Face)
This is a true “2026 Vision” project. We will chain two Hugging Face models together to build a speech translator. This guide will take you…
AI Project: How to Generate Image Captions (Hugging Face)
This project combines Computer Vision and NLP. In this guide, we’ll specifically focus on how to use Hugging Face Image Captioning to generate text descriptions…
